Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany.
Plant Physiol. 2012 Aug;159(4):1713-29. doi: 10.1104/pp.112.199711. Epub 2012 Jun 8.
Integrative comparative analyses of transcript and metabolite levels from climacteric and nonclimacteric fruits can be employed to unravel the similarities and differences of the underlying regulatory processes. To this end, we conducted combined gas chromatography-mass spectrometry and heterologous microarray hybridization assays in tomato (Solanum lycopersicum; climacteric) and pepper (Capsicum chilense; nonclimacteric) fruits across development and ripening. Computational methods from multivariate and network-based analyses successfully revealed the difference between the covariance structures of the integrated data sets. Moreover, our results suggest that both fruits have similar ethylene-mediated signaling components; however, their regulation is different and may reflect altered ethylene sensitivity or regulators other than ethylene in pepper. Genes involved in ethylene biosynthesis were not induced in pepper fruits. Nevertheless, genes downstream of ethylene perception such as cell wall metabolism genes, carotenoid biosynthesis genes, and the never-ripe receptor were clearly induced in pepper as in tomato fruit. While signaling sensitivity or actual signals may differ between climacteric and nonclimacteric fruit, the evidence described here suggests that activation of a common set of ripening genes influences metabolic traits. Also, a coordinate regulation of transcripts and the accumulation of key organic acids, including malate, citrate, dehydroascorbate, and threonate, in pepper fruit were observed. Therefore, the integrated analysis allows us to uncover additional information for the comprehensive understanding of biological events relevant to metabolic regulation during climacteric and nonclimacteric fruit development.
综合比较分析有呼吸高峰和无呼吸高峰果实的转录本和代谢物水平,可以揭示潜在调控过程的异同。为此,我们在番茄(Solanum lycopersicum;有呼吸高峰)和辣椒(Capsicum chilense;无呼吸高峰)果实的发育和成熟过程中进行了气相色谱-质谱联用和异源微阵列杂交联合分析。多元和基于网络的分析计算方法成功揭示了综合数据集协方差结构的差异。此外,我们的结果表明,两种果实都具有相似的乙烯介导的信号转导组分;然而,它们的调控方式不同,这可能反映了辣椒中改变了的乙烯敏感性或除乙烯以外的调控因子。虽然在辣椒果实中未诱导乙烯生物合成基因,但在番茄果实中,乙烯感知下游的基因,如细胞壁代谢基因、类胡萝卜素生物合成基因和不结实受体,在辣椒中明显被诱导。虽然有呼吸高峰和无呼吸高峰果实之间的信号转导敏感性或实际信号可能不同,但这里描述的证据表明,一组共同的成熟基因的激活影响代谢特征。此外,还观察到辣椒果实中转录本和关键有机酸(包括苹果酸、柠檬酸、脱氢抗坏血酸和苏氨酸)的积累的协调调控。因此,综合分析可以帮助我们揭示更多信息,从而全面理解有呼吸高峰和无呼吸高峰果实发育过程中与代谢调控相关的生物学事件。